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Kling

Kling Omni Image

Kling Omni Image O1 generates and edits images at 1K or 2K resolution with batch output (up to 9 images), reference image support, and 9 aspect ratios in a lightweight tier.

Kling Omni Image O1 extends the Kling ecosystem beyond video into still image generation and editing. It operates in two modes: text-to-image for generating new images from prompts, and image-to-image for editing existing images with text instructions. The model supports up to 10 reference images for maintaining character or style consistency across outputs. With 9 aspect ratios (auto, 1:1, 4:3, 3:4, 16:9, 9:16, 3:2, 2:3, 21:9) and batch generation of up to 9 images per request, it offers the broadest format flexibility in its tier. Resolution options include 1K (standard) and 2K (high-res). As a lightweight-tier model, Kling Omni Image is one of the fastest-iterating image generators on Astorie — ideal for high-volume exploration and draft workflows before committing to premium models for final output.

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Illustrative sample of Kling Omni Image O1 on the Astorie canvas — an ultrawide 21:9 cinematic landscape frame suited as a source still for Kling video generation
Illustrative sample — representative output, not a verbatim model render

Capabilities

Text-to-Image
Image-to-Image
Image Editing
Reference Images
Multiple Images
Tagging

Best For

  • High-volume exploration and rapid prompt iteration at low cost
  • Source frames for Kling video generation (O3, 3.0)
  • Batch generation of multiple variants from a single prompt
  • Editing existing images with text-based instructions
  • Ultrawide 21:9 cinematic compositions and vertical 9:16 social content

Strengths

  • Lightweight tier with batch generation up to 9 images per request
  • 9 aspect ratios including ultrawide 21:9 — broadest format support in its tier
  • Dual-mode: text-to-image generation and image-to-image editing in one model
  • Up to 10 reference images for multi-reference character and style consistency
  • Seamless pipeline to Kling O3 and Kling 3.0 video models

Limitations

  • Maximum 2K resolution — for 4K output, chain with Recraft Crisp or Topaz upscale
  • Photorealistic detail slightly below premium models like Imagen 4 or FLUX Pro
  • Editing mode works best with clear, specific instructions — vague prompts produce inconsistent results

Tips & Best Practices

Use batch mode (up to 9 images) for rapid exploration — generate multiple variations, pick the best, then refine with a premium model.
For Kling video workflows: generate source frames with Omni Image at 2K, then feed directly into Kling O3 or Kling 3.0 video nodes.
The editing mode accepts instructions like "change the background to a sunset beach" or "add glasses to the person" — be specific about what to change.
Use the 21:9 aspect ratio for cinematic widescreen compositions that can feed into widescreen video generation.
As a lightweight tier model, Kling is ideal for A/B testing prompts before moving to premium models.

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Frequently Asked Questions

What tier is Kling Omni Image positioned at?

Kling Omni Image sits in Astorie's lightweight tier — one of the fastest-iterating image options. With batch generation of up to 9 images per request, it's well suited to high-volume exploration before moving to premium models for finals.

Can Kling Omni Image generate multiple images at once?

Yes. Kling supports batch generation of 1 to 9 images per request. This is useful for exploring prompt variations, generating multiple angles, or creating content series quickly.

What aspect ratios does Kling Omni Image support?

Kling offers 9 aspect ratios: auto, 1:1, 4:3, 3:4, 16:9, 9:16, 3:2, 2:3, and 21:9 (ultrawide). This is the broadest format support in its tier.

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